Efficient Detection of Zero-day Android Malware Using Normalized Bernoulli Naive Bayes.
Luiza SayfullinaEmil EirolaDmitry KomashinskyPaolo PalumboYoan MichéAmaury LendasseJuha KarhunenPublished in: TrustCom/BigDataSE/ISPA (1) (2015)
Keyphrases
- naive bayes
- decision trees
- malware detection
- classification accuracy
- text classification
- logistic regression
- text categorization
- naive bayes classifier
- uci datasets
- training data
- feature selection
- bayesian networks
- classification algorithm
- naive bayesian classifier
- test instances
- bayesian classifier
- probability estimation
- uci data sets
- text classifiers
- bayesian network classifiers
- cost sensitive
- probabilistic classifiers
- naive bayes classification
- independence assumption
- information retrieval
- mixture model